AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Awesome-Context-Engineering 🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents. | — | 3.1k | — |
| awesome-data-catalogs 📙 Awesome Data Catalogs and Observability Platforms. | — | 1.0k | — |
| awesome-devops-mcp-servers A curated list of awesome MCP servers focused on DevOps tools and capabilities. | — | 980 | — |
| awesome-generative-ai A curated list of Generative AI tools, works, models, and references | — | 3.4k | — |
| awesome-generative-ai-data-scientist A curated list of 100+ resources for building and deploying generative AI specifically focusing on helping you become a Generative AI Data Scientist with LLMs | — | 1.5k | — |
| awesome-hacking-lists A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit! | — | 1.3k | — |
| awesome-harness-engineering Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration. | Python | 831 | — |
| awesome-internet-computer A curated list of awesome projects and resources relating to the Internet Computer Protocol | — | 885 | — |
| awesome-LangGraph An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps. | JavaScript | 1.8k | — |
| awesome-llm-agents A curated list of awesome LLM agents frameworks. | Python | 1.5k | — |
| awesome-llm-apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. | Python | 109.5k | — |
| awesome-llm-skills A curated list of awesome LLM and AI Agent Skills, resources and tools for customising AI Agent workflows - that works with Claude Code, Codex, Gemini CLI and your custom AI Agents | Python | 1.2k | — |
| awesome-local-llm A curated list of awesome platforms, tools, practices and resources that helps run LLMs locally | — | 1.9k | — |
| awesome-mcp-server-cn A collection of MCP servers for mainland China services. 支持 MCP 的国内服务一览。 | — | 51 | — |
| Awesome-MCP-Servers A curated list of excellent Model Context Protocol (MCP) servers. | — | 44 | — |
| awesome-mcp-servers-devops A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations. | — | 94 | — |
| awesome-openclaw-agents 162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours! | HTML | 3.3k | — |
| awesome-opensource-ai Curated list of the best truly open-source AI projects, models, tools, and infrastructure. | Python | 3.5k | — |
| awesome-quincy-larson-emails This repository is an archive of emails that are sent by the awesome Quincy Larson every week. | Python | 1.2k | — |
| awesome-ralph A curated list of resources about Ralph, the AI coding technique that runs AI coding agents in automated loops until specifications are fulfilled. | — | 874 | — |
| awesome-spring-ai A curated list of awesome resources, tools, tutorials, and projects for building generative AI applications using Spring AI | — | 747 | — |
| awesome-web3-mcp-servers DeMCP is the first Decentralized MCP network, offering SSE proxies for MCP services and mainstream LLMs, tackling trust and security with TEE and blockchain. | — | 608 | — |
| aws-agentcore-ampersend POC: AWS Bedrock AgentCore + Ampersend SDK x402 payment protocol for AI agents | TypeScript | 0 | — |
| aws-agentcore-mcp-server MCP server providing comprehensive AWS AgentCore documentation for building production-ready AI agents with enterprise security, observability, and scalability | Python | — | — |
| aws.aws-tasks-mcp-server An AWS Model Context Protocol (MCP) server for AWS Tasks | Python | 9.0k | — |